/*************************************************************************************

    Grid physics library, www.github.com/paboyle/Grid 

    Source file: ./tests/solver/Test_wilson_mg_mp.cc

    Copyright (C) 2015-2018

    Author: Daniel Richtmann <daniel.richtmann@ur.de>

    This program is free software; you can redistribute it and/or modify
    it under the terms of the GNU General Public License as published by
    the Free Software Foundation; either version 2 of the License, or
    (at your option) any later version.

    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU General Public License for more details.

    You should have received a copy of the GNU General Public License along
    with this program; if not, write to the Free Software Foundation, Inc.,
    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.

    See the full license in the file "LICENSE" in the top level distribution directory
    *************************************************************************************/
/*  END LEGAL */

#include <Grid/Grid.h>
#include <Test_multigrid_common.h>

using namespace std;
using namespace Grid;
 

int main(int argc, char **argv) {

  Grid_init(&argc, &argv);

  // clang-format off
  GridCartesian         *FGrid_d   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd, vComplexD::Nsimd()), GridDefaultMpi());
  GridCartesian         *FGrid_f   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd, vComplexF::Nsimd()), GridDefaultMpi());
  GridRedBlackCartesian *FrbGrid_d = SpaceTimeGrid::makeFourDimRedBlackGrid(FGrid_d);
  GridRedBlackCartesian *FrbGrid_f = SpaceTimeGrid::makeFourDimRedBlackGrid(FGrid_f);
  // clang-format on

  std::vector<int> fSeeds({1, 2, 3, 4});
  GridParallelRNG  fPRNG(FGrid_d);
  fPRNG.SeedFixedIntegers(fSeeds);

  // clang-format off
  LatticeFermionD       src_d(FGrid_d); gaussian(fPRNG, src_d);
  LatticeFermionD resultMGD_d(FGrid_d); resultMGD_d = Zero();
  LatticeFermionD resultMGF_d(FGrid_d); resultMGF_d = Zero();
  LatticeGaugeFieldD    Umu_d(FGrid_d); SU<Nc>::HotConfiguration(fPRNG, Umu_d);
  LatticeGaugeFieldF    Umu_f(FGrid_f); precisionChange(Umu_f, Umu_d);
  // clang-format on

  RealD mass = -0.25;

  MultiGridParams mgParams;
  std::string     inputXml{"./mg_params.xml"};

  if(GridCmdOptionExists(argv, argv + argc, "--inputxml")) {
    inputXml = GridCmdOptionPayload(argv, argv + argc, "--inputxml");
    assert(inputXml.length() != 0);
  }

  {
    XmlWriter writer("mg_params_template.xml");
    write(writer, "Params", mgParams);
    std::cout << GridLogMessage << "Written mg_params_template.xml" << std::endl;

    XmlReader reader(inputXml);
    read(reader, "Params", mgParams);
    std::cout << GridLogMessage << "Read in " << inputXml << std::endl;
  }

  checkParameterValidity(mgParams);
  std::cout << mgParams << std::endl;

  LevelInfo levelInfo_d(FGrid_d, mgParams);
  LevelInfo levelInfo_f(FGrid_f, mgParams);

  // Note: We do chiral doubling, so actually only nbasis/2 full basis vectors are used
  const int nbasis = 40;

  WilsonFermionD Dw_d(Umu_d, *FGrid_d, *FrbGrid_d, mass);
  WilsonFermionF Dw_f(Umu_f, *FGrid_f, *FrbGrid_f, mass);

  MdagMLinearOperator<WilsonFermionD, LatticeFermionD> MdagMOpDw_d(Dw_d);
  MdagMLinearOperator<WilsonFermionF, LatticeFermionF> MdagMOpDw_f(Dw_f);

  std::cout << GridLogMessage << "**************************************************" << std::endl;
  std::cout << GridLogMessage << "Testing single-precision Multigrid for Wilson" << std::endl;
  std::cout << GridLogMessage << "**************************************************" << std::endl;

  auto MGPreconDw_f = createMGInstance<vSpinColourVectorF, vTComplexF, nbasis, WilsonFermionF>(mgParams, levelInfo_f, Dw_f, Dw_f);

  MGPreconDw_f->setup();

  if(GridCmdOptionExists(argv, argv + argc, "--runchecks")) {
    MGPreconDw_f->runChecks(1e-6);
  }

  MixedPrecisionFlexibleGeneralisedMinimalResidual<LatticeFermionD, LatticeFermionF> MPFGMRESPREC(1.0e-12, 50000, FGrid_f, *MGPreconDw_f, 100, false);

  std::cout << std::endl << "Starting with a new solver" << std::endl;
  MPFGMRESPREC(MdagMOpDw_d, src_d, resultMGF_d);

  MGPreconDw_f->reportTimings();

  if(GridCmdOptionExists(argv, argv + argc, "--docomparison")) {

    std::cout << GridLogMessage << "**************************************************" << std::endl;
    std::cout << GridLogMessage << "Testing double-precision Multigrid for Wilson" << std::endl;
    std::cout << GridLogMessage << "**************************************************" << std::endl;

    auto MGPreconDw_d = createMGInstance<vSpinColourVectorD, vTComplexD, nbasis, WilsonFermionD>(mgParams, levelInfo_d, Dw_d, Dw_d);

    MGPreconDw_d->setup();

    if(GridCmdOptionExists(argv, argv + argc, "--runchecks")) {
      MGPreconDw_d->runChecks(1e-13);
    }

    FlexibleGeneralisedMinimalResidual<LatticeFermionD> FGMRESPREC(1.0e-12, 50000, *MGPreconDw_d, 100, false);

    std::cout << std::endl << "Starting with a new solver" << std::endl;
    FGMRESPREC(MdagMOpDw_d, src_d, resultMGD_d);

    MGPreconDw_d->reportTimings();

    std::cout << GridLogMessage << "**************************************************" << std::endl;
    std::cout << GridLogMessage << "Comparing single-precision Multigrid with double-precision one for Wilson" << std::endl;
    std::cout << GridLogMessage << "**************************************************" << std::endl;

    LatticeFermionD diffFullSolver(FGrid_d);

    RealD deviationFullSolver = axpy_norm(diffFullSolver, -1.0, resultMGF_d, resultMGD_d);

    // clang-format off
    LatticeFermionF src_f(FGrid_f);    precisionChange(src_f, src_d);
    LatticeFermionF resMGF_f(FGrid_f); resMGF_f = Zero();
    LatticeFermionD resMGD_d(FGrid_d); resMGD_d = Zero();
    // clang-format on

    (*MGPreconDw_f)(src_f, resMGF_f);
    (*MGPreconDw_d)(src_d, resMGD_d);

    LatticeFermionD diffOnlyMG(FGrid_d);
    LatticeFermionD resMGF_d(FGrid_d);
    precisionChange(resMGF_d, resMGF_f);

    RealD deviationOnlyPrec = axpy_norm(diffOnlyMG, -1.0, resMGF_d, resMGD_d);

    // clang-format off
    std::cout << GridLogMessage << "Absolute difference between FGMRES preconditioned by double and single precicision MG: " << deviationFullSolver                      << std::endl;
    std::cout << GridLogMessage << "Relative deviation  between FGMRES preconditioned by double and single precicision MG: " << deviationFullSolver / norm2(resultMGD_d) << std::endl;
    std::cout << GridLogMessage << "Absolute difference between one iteration of MG Prec in double and single precision:   " << deviationOnlyPrec                        << std::endl;
    std::cout << GridLogMessage << "Relative deviation  between one iteration of MG Prec in double and single precision:   " << deviationOnlyPrec / norm2(resMGD_d)      << std::endl;
    // clang-format on
  }

  Grid_finalize();
}
